InsightsCareer & Transformation

What Moving from Engineering to Talent Management Taught Me About Transformation

Transformation happens where technology, business and people intersect.

What a move from network engineering to talent management in 2022 taught me about change.

The hook01

I left network engineering for talent management. It turned out to be systems work — with a different kind of system.

The common assumption02

The evidence03

Data

39%

of workers’ core skills are expected to change by 2030, and 63% of employers see skills gaps as a major barrier to transformation.

59 in 100 workers are expected to need upskilling or reskilling by 2030.

What I observed04

What I carried from engineering was a habit: find the bottleneck, measure it, then redesign around it.

On moving from Technology to HR

My take05

Transformation is rarely blocked by technology. It is blocked by the capability, confidence and incentives around it.

A framework06

The practical implication07

Data

72%

of vacancies in highly AI-exposed occupations demanded at least one management skill, and 67% at least one business-process skill.

The leadership question08

What would change if you planned skills the way engineers plan network capacity?

The bigger takeaway09

EngineeringTalentAIAnalytics

Not four careers. One evolving perspective.

Closing10

The most transferable skill isn’t technical. It is understanding how systems — and people — change.

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The insight in ten cards